8 research outputs found
Prognostic model to predict postoperative acute kidney injury in patients undergoing major gastrointestinal surgery based on a national prospective observational cohort study.
- Author
- Aamir A
- Abbas J
- Abbas N
- Abbott TEF
- Abdalla M
- Abdikadir H
- Abuhussein N
- Acquaah F
- Adamson R
- Adeleye O
- Adeogun A
- Adlan A
- Aftab R
- Afzal Z
- Agarwal M
- Aglan H
- Agnew CJF
- Agrawal R
- Ahern D
- Ahluwalia J
- Ahluwalia V
- Ahmad A
- Ahmad K
- Ahmed H
- Ahmed I
- Ahmed L
- Ahmed N
- Ahmed P
- Ainger E
- Ainsworth P
- Aishwarya G
- Ajibola-Taylor O
- Akhbari M
- Akhtar A
- Akhtar R
- Akpenyi O
- Al-Ausi M
- Al-Huneidi R
- Al-Khudairi R
- Al-Masri S
- Al-Mousawi A
- Al-Saadi N
- Alagappan A
- Alberts J
- Alfa-Wali M
- Ali A
- Ali B
- Ali I
- Ali M
- Ali Q
- Ali S
- Alturki N
- Alwandi A
- Amani L
- Amarnath T
- Amer M
- Amin H
- Amin MN
- Amoah R
- Amoah-Arko A
- Anandarajah C
- Ananthavarathan P
- Andah EJE
- Andrew K
- Andrews H
- Ang A
- Ang HL
- Ang JJ
- Ani C
- Anilkumar A
- Anto N
- Anwar S
- Apperley H
- Appleton S
- Aquilina T
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- Arif T
- Arneill M
- Arnell S
- Arnold TJ
- Arshad A
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- Arya J
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- Ashwood J
- Asif U
- Atkin G
- Atkins B
- Attalla M
- Aubrey-Jones D
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- Auld F
- Auluck I
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- Babatunde F
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- STARSurg Collaborative Writing Committee, Data analysis, Steering committee, Advisory group, Regional leads, Collaborators and validators
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- Publication venue
- 'Wiley'
- Publication date
- 18/05/2018
- Field of study
Background: Acute illness, existing co-morbidities and surgical stress response can all contribute to postoperative acute kidney injury (AKI) in patients undergoing major gastrointestinal surgery. The aim of this study was prospectively to develop a pragmatic prognostic model to stratify patients according to risk of developing AKI after major gastrointestinal surgery. Methods: This prospective multicentre cohort study included consecutive adults undergoing elective or emergency gastrointestinal resection, liver resection or stoma reversal in 2-week blocks over a continuous 3-month period. The primary outcome was the rate of AKI within 7 days of surgery. Bootstrap stability was used to select clinically plausible risk factors into the model. Internal model validation was carried out by bootstrap validation. Results: A total of 4544 patients were included across 173 centres in the UK and Ireland. The overall rate of AKI was 14·2 per cent (646 of 4544) and the 30-day mortality rate was 1·8 per cent (84 of 4544). Stage 1 AKI was significantly associated with 30-day mortality (unadjusted odds ratio 7·61, 95 per cent c.i. 4·49 to 12·90; P < 0·001), with increasing odds of death with each AKI stage. Six variables were selected for inclusion in the prognostic model: age, sex, ASA grade, preoperative estimated glomerular filtration rate, planned open surgery and preoperative use of either an angiotensin-converting enzyme inhibitor or an angiotensin receptor blocker. Internal validation demonstrated good model discrimination (c-statistic 0·65). Discussion: Following major gastrointestinal surgery, AKI occurred in one in seven patients. This preoperative prognostic model identified patients at high risk of postoperative AKI. Validation in an independent data set is required to ensure generalizability
Towards Machine Learning from Case Histories
- Publication venue
- Publication date
- 01/01/1989
- Field of study
Managing Risk in Civil Engineering by Machine Learning
- Publication venue
- Publication date
- 01/06/1990
- Field of study
Managing Uncertainty in Machine Learning from Civil Engineering Failures
- Publication venue
- Publication date
- 01/01/1990
- Field of study
Thigh-length compression stockings and DVT after stroke
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Controversy exists as to whether neoadjuvant chemotherapy improves survival in patients with invasive bladder cancer, despite randomised controlled trials of more than 3000 patients. We undertook a systematic review and meta-analysis to assess the effect of such treatment on survival in patients with this disease
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Azithromycin in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial
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- Yanney M
- Yasmin S
- Yates B
- Yates B
- Yates D
- Yates H
- Yein K
- Yelnoorkar F
- Yip K
- Ynter I
- Yorke J
- Youssouf S
- Yousuf A
- Yung B
- Zafar A-M
- Zaher S
- Zalewska K
- Zaman M
- Zaman S
- Zammit L
- Zammit-Mangion M
- Zdanaviciene A
- Zehnde D
- Zhixin J
- Zhu D
- Zia M
- Zin E Thant
- Zinyemba V
- Zipitis C
- Zmierczak A
- Zuhra N
- Zulaikha R
- Zullo C
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/02/2021
- Field of study
Background Azithromycin has been proposed as a treatment for COVID-19 on the basis of its immunomodulatory actions. We aimed to evaluate the safety and efficacy of azithromycin in patients admitted to hospital with COVID-19. Methods In this randomised, controlled, open-label, adaptive platform trial (Randomised Evaluation of COVID-19 Therapy [RECOVERY]), several possible treatments were compared with usual care in patients admitted to hospital with COVID-19 in the UK. The trial is underway at 176 hospitals in the UK. Eligible and consenting patients were randomly allocated to either usual standard of care alone or usual standard of care plus azithromycin 500 mg once per day by mouth or intravenously for 10 days or until discharge (or allocation to one of the other RECOVERY treatment groups). Patients were assigned via web-based simple (unstratified) randomisation with allocation concealment and were twice as likely to be randomly assigned to usual care than to any of the active treatment groups. Participants and local study staff were not masked to the allocated treatment, but all others involved in the trial were masked to the outcome data during the trial. The primary outcome was 28-day all-cause mortality, assessed in the intention-to-treat population. The trial is registered with ISRCTN, 50189673, and ClinicalTrials.gov, NCT04381936. Findings Between April 7 and Nov 27, 2020, of 16 442 patients enrolled in the RECOVERY trial, 9433 (57%) were eligible and 7763 were included in the assessment of azithromycin. The mean age of these study participants was 65·3 years (SD 15·7) and approximately a third were women (2944 [38%] of 7763). 2582 patients were randomly allocated to receive azithromycin and 5181 patients were randomly allocated to usual care alone. Overall, 561 (22%) patients allocated to azithromycin and 1162 (22%) patients allocated to usual care died within 28 days (rate ratio 0·97, 95% CI 0·87–1·07; p=0·50). No significant difference was seen in duration of hospital stay (median 10 days [IQR 5 to >28] vs 11 days [5 to >28]) or the proportion of patients discharged from hospital alive within 28 days (rate ratio 1·04, 95% CI 0·98–1·10; p=0·19). Among those not on invasive mechanical ventilation at baseline, no significant difference was seen in the proportion meeting the composite endpoint of invasive mechanical ventilation or death (risk ratio 0·95, 95% CI 0·87–1·03; p=0·24). Interpretation In patients admitted to hospital with COVID-19, azithromycin did not improve survival or other prespecified clinical outcomes. Azithromycin use in patients admitted to hospital with COVID-19 should be restricted to patients in whom there is a clear antimicrobial indication. Funding UK Research and Innovation (Medical Research Council) and National Institute of Health Research